From da7642bcf2af2d0bf00820221cb4d2a7509f2570 Mon Sep 17 00:00:00 2001 From: Dominik Neise Date: Fri, 24 Aug 2018 13:14:05 +0200 Subject: [PATCH] Using cython generated wrapper (#49) * Pushed rawzfitsreader (v 1.1) for python 3.6 on OSX * Pushed rawzfitsreader (v 1.1) for python 3.6 on OSX * Pushed rawzfitsreader (v 1.1) for python 3.5 on OSX * Pushed rawzfitsreader (v 1.1) for python 3.6 on OSX * Added multi-input-files support * Added multi-input-files support * Pushed rawzfitsreader binaries for version 1.1 * Pushed rawzfitsreader binaries for version 1.1 * Pushed rawzfitsreader binaries for version 1.1 * Pushed rawzfitsreader binaries for version 1.1 * Pushed rawzfitsreader binaries for version 1.1 * Added multi zfits files reading * Added multi-files reading to readme * Added multi-files reading to readme * Made multi-zfits iteratable * Fixed missing exception catching * remove binaries not needed in the future * add new init, rawzfits.pyx as docu of the API, del rawzfitsreader binaries * new binaries for linux * remove files, I do not know where they come from * add missing dependency * expect an iterable of paths not a single string * adjust tests to new rawzfits interface, which exposes ProtobufIFits * do not use protobuf form conda but from pypi * recomend to install protobuf from pypi not from conda * let MultiZFitsFiles be context manager * explain what MultiZFitsFiles is supposed to be used for * rename * add random row access to `Table` * First complete build through cython... * revert changes to _pb2.py files and a bit of README * try OSX without setting DYLD_LIBRARY_PATH * remove unneeded comments * Adding more recent test file for DigiCam (1.7MB) * renaming ressource file * Tested build scripts as updated by Dominik * removing tests that was not ment to be pushed * add `MultiZFitsFiles.headers` and add some tests * typo in README --- .travis.yml | 4 +- README.md | 146 +- protozfits/CDTS_pb2.py | 260 + protozfits/L0_pb2.py | 274 +- protozfits/VERSION | 2 +- protozfits/__init__.py | 155 +- protozfits/libACTLCore.dylib | Bin 1646900 -> 0 bytes protozfits/libACTLCore.so | Bin 1972384 -> 0 bytes protozfits/libZFitsIO.dylib | Bin 1433632 -> 0 bytes protozfits/libZFitsIO.so | Bin 2685584 -> 0 bytes protozfits/libprotobuf.15.dylib | Bin 0 -> 2920884 bytes protozfits/libprotobuf.so.9 | Bin 9825512 -> 9917076 bytes protozfits/libzmq.4.dylib | Bin 518336 -> 0 bytes protozfits/libzmq.so.3 | Bin 3129654 -> 0 bytes protozfits/libzmq.so.4 | Bin 3563632 -> 0 bytes protozfits/rawzfits.cpython-35m-darwin.so | Bin 0 -> 1201176 bytes .../rawzfits.cpython-35m-x86_64-linux-gnu.so | Bin 0 -> 6536235 bytes protozfits/rawzfits.cpython-36m-darwin.so | Bin 0 -> 1201264 bytes .../rawzfits.cpython-36m-x86_64-linux-gnu.so | Bin 0 -> 6537375 bytes protozfits/rawzfits.pyx | 60 + .../rawzfitsreader.cpython-35m-darwin.so | Bin 43744 -> 0 bytes ...fitsreader.cpython-35m-x86_64-linux-gnu.so | Bin 236480 -> 0 bytes .../rawzfitsreader.cpython-36m-darwin.so | Bin 40576 -> 0 bytes ...fitsreader.cpython-36m-x86_64-linux-gnu.so | Bin 236480 -> 0 bytes .../resources/example_SST1M_20180822.fits.fz | 7680 +++++++++++++++++ ...1_rawzfitsreader.py => test_1_rawzfits.py} | 124 +- protozfits/tests/test_File.py | 52 + protozfits/tests/test_MultiZFitsFiles.py | 69 + requirements.txt | 1 + setup.py | 2 +- 30 files changed, 8660 insertions(+), 169 deletions(-) create mode 100644 protozfits/CDTS_pb2.py delete mode 100755 protozfits/libACTLCore.dylib delete mode 100755 protozfits/libACTLCore.so delete mode 100755 protozfits/libZFitsIO.dylib delete mode 100755 protozfits/libZFitsIO.so create mode 100755 protozfits/libprotobuf.15.dylib delete mode 100755 protozfits/libzmq.4.dylib delete mode 100755 protozfits/libzmq.so.3 delete mode 100755 protozfits/libzmq.so.4 create mode 100755 protozfits/rawzfits.cpython-35m-darwin.so create mode 100755 protozfits/rawzfits.cpython-35m-x86_64-linux-gnu.so create mode 100755 protozfits/rawzfits.cpython-36m-darwin.so create mode 100755 protozfits/rawzfits.cpython-36m-x86_64-linux-gnu.so create mode 100644 protozfits/rawzfits.pyx delete mode 100755 protozfits/rawzfitsreader.cpython-35m-darwin.so delete mode 100755 protozfits/rawzfitsreader.cpython-35m-x86_64-linux-gnu.so delete mode 100755 protozfits/rawzfitsreader.cpython-36m-darwin.so delete mode 100755 protozfits/rawzfitsreader.cpython-36m-x86_64-linux-gnu.so create mode 100644 protozfits/tests/resources/example_SST1M_20180822.fits.fz rename protozfits/tests/{test_1_rawzfitsreader.py => test_1_rawzfits.py} (71%) create mode 100644 protozfits/tests/test_File.py create mode 100644 protozfits/tests/test_MultiZFitsFiles.py diff --git a/.travis.yml b/.travis.yml index 45be303..a37933e 100644 --- a/.travis.yml +++ b/.travis.yml @@ -17,13 +17,11 @@ matrix: env: - PYTHON_VERSION=3.5 - MINICONDA_URL=https://repo.continuum.io/miniconda/Miniconda3-latest-MacOSX-x86_64.sh - - DYLD_LIBRARY_PATH=$HOME/miniconda/envs/pz/lib/python3.5/site-packages/protozfits - os: osx python: 3.6 env: - PYTHON_VERSION=3.6 - MINICONDA_URL=https://repo.continuum.io/miniconda/Miniconda3-latest-MacOSX-x86_64.sh - - DYLD_LIBRARY_PATH=$HOME/miniconda/envs/pz/lib/python3.6/site-packages/protozfits install: - wget $MINICONDA_URL -O miniconda.sh @@ -33,7 +31,7 @@ install: - conda config --set always_yes yes --set changeps1 no - conda update -q conda - conda info -a - - conda create -q -n pz python=$PYTHON_VERSION pip numpy protobuf astropy # pytest + - conda create -q -n pz python=$PYTHON_VERSION pip numpy astropy # pytest - source activate pz - pip install -r requirements.txt - pip install pytest diff --git a/README.md b/README.md index dc7a837..b0503a9 100644 --- a/README.md +++ b/README.md @@ -1,10 +1,6 @@ # Protozfits [![Build Status](https://travis-ci.org/cta-sst-1m/protozfitsreader.svg?branch=master)](https://travis-ci.org/cta-sst-1m/protozfitsreader) -## Usage example: - -**Note**: At the moment multiple open files at the same time are not supported. - If you are just starting with proto-z-fits files and would like to explore the file contents, try this: @@ -24,6 +20,41 @@ From this we learn, the `file` contains two `Table` named `RunHeader` and `Event contains 9 rows of type `CameraEvent`. There might be more tables with other types of rows in other files. For instance LST has its `RunHeader` called `CameraConfig`. +### Getting an event + +Usually people just iterate over a whole `Table` like this: +```python +for event in file.Events: + # do something with the event + pass +``` + +But if you happen to know exactly which event you want, you can also +directly get an event, like this: +```python +event_17 = file.Events[17] +``` + +You can also get a range of events, like this: +```python +for event in file.Events[100:200]: + # do something events 100 until 200 + pass +``` + +It is not yet possible to specify negative indices, like `file.Events[:-10]` +does *not work*. + +If you happen to have a list or any iterable or a generator with event ids +you are interested in you can get the events in question like this: + +```python +interesting_event_ids = range(100, 200, 3) +for event in file.Events[interesting_event_ids]: + # do something with intesting events + pass +``` + ### RunHeader Even though there is usually **only one** run header per file, technically @@ -34,41 +65,25 @@ possible. At the moment I would recommend getting the run header out of the file we opened above like this (replace RunHeader with CameraConfig for LST data): -``` ->>> # because we do not know what to do, if there are 2 run headers ->>> assert len(file.RunHeader) == 1 ->>> # Tables need to be iterated over ... next gives the next row ... ->>> header = next(file.RunHeader) -``` - -### Getting an event - -There is no random access to events, like this: - - event_17 = file.Events[17] # <<--- this does not work, yet. - -To get an event you'll iterate over the `Table`: ```python -for event in file.Events: - # do something with the event - pass +assert len(file.RunHeader) == 1 +header = file.RunHeader[0] ``` + For now, I will just get the next event -``` ->>> event = next(file.Events) ->>> type(event) +```python +event = file.Events[0] +type(event) ->>> event._fields +event._fields ('telescopeID', 'dateMJD', 'eventType', 'eventNumber', 'arrayEvtNum', 'hiGain', 'loGain', 'trig', 'head', 'muon', 'geometry', 'hilo_offset', 'hilo_scale', 'cameraCounters', 'moduleStatus', 'pixelPresence', 'acquisitionMode', 'uctsDataPresence', 'uctsData', 'tibDataPresence', 'tibData', 'swatDataPresence', 'swatData', 'chipsFlags', 'firstCapacitorIds', 'drsTagsHiGain', 'drsTagsLoGain', 'local_time_nanosec', 'local_time_sec', 'pixels_flags', 'trigger_map', 'event_type', 'trigger_input_traces', 'trigger_output_patch7', 'trigger_output_patch19', 'trigger_output_muon', 'gps_status', 'time_utc', 'time_ns', 'time_s', 'flags', 'ssc', 'pkt_len', 'muon_tag', 'trpdm', 'pdmdt', 'pdmt', 'daqtime', 'ptm', 'trpxlid', 'pdmdac', 'pdmpc', 'pdmhi', 'pdmlo', 'daqmode', 'varsamp', 'pdmsum', 'pdmsumsq', 'pulser', 'ftimeoffset', 'ftimestamp', 'num_gains') ->>> event.hiGain.waveforms.samples +event.hiGain.waveforms.samples array([241, 245, 248, ..., 218, 214, 215], dtype=int16) ->>> ``` An LST event will look something like so: -``` ->>> event = next(file.Events) +```python >>> event CameraEvent( configuration_id=1 @@ -115,7 +130,7 @@ array([ 0, 0, 0, ..., 292, 288, 263], dtype=uint16) It is implemented using [`collections.namedtuple`](https://docs.python.org/3.6/library/collections.html#collections.namedtuple). I tried to create a useful string represenation, it is very long, yes ... but I hope you can still enjoy it: -``` +```python >>> event CameraEvent( telescopeID=1 @@ -176,6 +191,56 @@ TIMESYS = 'UTC' / Time system ``` The header is provided by [`astropy`](http://docs.astropy.org/en/stable/io/fits/#working-with-fits-headers). + +### Multiple input files reading in parallel + +Reading multiple files in parallel is possible only for the R1 datamodel, sorting incoming events by their event_id field. +For this use the MultiZFitsFiles class, still from protozfits. There is currently two syntaxes available. Either the +same one as for the iteratable File object (just iterate on a multifile object), or by directly calling the next_event() method. For instance the following code reads two files in parallel, in two different ways: +```python +>>> from protozfits import MultiZFitsFiles +>>> multi_files = MultiZFitsFiles( + '/local/etienne/streamer1_20180427_000.fits.fz', + '/local/etienne/streamer1_20180427_001.fits.fz' + ) +>>> event = multi_files.next_event() +>>> event.event_id +1 +>>> event = multi_files.next_event() +>>> event.event_id +2 +>>> for i_evt, event in enumerate(multi_files): +>>> print(event.event_id) +3 +4 +5 +6 +... + +``` + +### Table Headers in case of `MultiZFitsFiles` + +You can access the Table Headers of the "Events" Tables when using `MultiZFitsFiles`. +`headers` is a dict-of-dicts, the first key is the original FITS key +and only the second key is the file path. +So if you would like to check e.g. the "PBFHEAD" of all used files you can do this: +```python +from protozfits import MultiZFitsFiles +from glob import glob + +multi_files = MultiZFitsFiles(glob('Run0027.*.fits.fz')) +print(multi_files.headers['PBFHEAD']) +# Result: +# {'Run0027.0003.fits.fz': 'R1.CameraEvent', +# 'Run0027.0000.fits.fz': 'R1.CameraEvent', +# 'Run0027.0001.fits.fz': 'R1.CameraEvent', +# 'Run0027.0002.fits.fz': 'R1.CameraEvent'} + +# or +assert all(v=='R1.CameraEvent' for v in multi_files.headers['PBFHEAD'].values()) +``` + ### Isn't this a little slow? Well, indeed, converting the original google protobuf instances into namedtuples full of @@ -244,6 +309,25 @@ And then you'll have to (put it in your .bashrc for example) export DYLD_LIBRARY_PATH=$DYLD_LIBRARY_PATH:/home/dneise/anaconda3/lib/python3.6/site-packages +### Most common issues and possible remedies + +- Missing GLIBC version, message along the lines of: + + ImportError: /usr/lib64/libstdc++.so.6: version `GLIBCXX_3.4.20` not found + +Caused by anaconda not setting up your LD_LIBRARY_PATH env variable properly. +Solution: add `/envs//lib/` to your LD_LIBRARY_PATH + +- Cannot import `_message`, message along the lines of: +``` + from google.protobuf.pyext import _message + ImportError: cannot import name _message +``` +Caused by missing protobuf for python (or badly installed). +Solution: either conda or pip installations of protobuf (whichever version) is badly installed. Try uninstalling / reinstalling it, +or if it did not work, try pip instead of conda or the other way around. If it really does not work, try another version. +In my case the conda install did not work (no idea why), while the pip one did. + ### Miniconda & Faster installation? 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dependencies=[CoreMessages_pb2.DESCRIPTOR,]) _sym_db.RegisterFileDescriptor(DESCRIPTOR) @@ -50,8 +50,8 @@ ], containing_type=None, options=None, - serialized_start=6947, - serialized_end=7038, + serialized_start=7485, + serialized_end=7576, ) _sym_db.RegisterEnumDescriptor(_IMGREDUCMODE) @@ -81,8 +81,8 @@ ], containing_type=None, options=None, - serialized_start=7040, - serialized_end=7133, + serialized_start=7578, + serialized_end=7671, ) _sym_db.RegisterEnumDescriptor(_EVTSREDUCMODE) @@ -112,8 +112,8 @@ ], containing_type=None, options=None, - serialized_start=7135, - serialized_end=7202, + serialized_start=7673, + serialized_end=7740, ) _sym_db.RegisterEnumDescriptor(_EVENTTYPE) @@ -155,12 +155,39 @@ ], containing_type=None, options=None, - serialized_start=7205, - serialized_end=7349, + serialized_start=7743, + serialized_end=7887, ) _sym_db.RegisterEnumDescriptor(_ACQUISITIONMODE) AcquisitionMode = enum_type_wrapper.EnumTypeWrapper(_ACQUISITIONMODE) +_DIGICAMCARDTYPE = _descriptor.EnumDescriptor( + name='DigicamCardType', + full_name='DataModel.DigicamCardType', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='TRIGGER', index=0, number=0, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='FADC_ANALOG', index=1, number=1, + options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='FADC_INTERSIL', index=2, number=2, + options=None, + type=None), + ], + containing_type=None, + options=None, + serialized_start=7889, + serialized_end=7955, +) +_sym_db.RegisterEnumDescriptor(_DIGICAMCARDTYPE) + +DigicamCardType = enum_type_wrapper.EnumTypeWrapper(_DIGICAMCARDTYPE) NO_IMG_REDUC = 0 ZERO_SUPPR = 1 INTEGRATION = 2 @@ -180,6 +207,9 @@ DAQSAMPLE_C = 61156 DAQSAMPLE_D = 61157 DAQCHARGESAMPLE = 61158 +TRIGGER = 0 +FADC_ANALOG = 1 +FADC_INTERSIL = 2 @@ -1445,6 +1475,106 @@ ) +_DIGICAMCONFIG = _descriptor.Descriptor( + name='DigicamConfig', + full_name='DataModel.DigicamConfig', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='protocol_vers', full_name='DataModel.DigicamConfig.protocol_vers', index=0, + number=1, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='sn', full_name='DataModel.DigicamConfig.sn', index=1, + number=2, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='hv', full_name='DataModel.DigicamConfig.hv', index=2, + number=3, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='gateware_rev', full_name='DataModel.DigicamConfig.gateware_rev', index=3, + number=4, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='gateware_vers', full_name='DataModel.DigicamConfig.gateware_vers', index=4, + number=5, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='gateware_code', full_name='DataModel.DigicamConfig.gateware_code', index=5, + number=6, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='gateware_card_type', full_name='DataModel.DigicamConfig.gateware_card_type', index=6, + number=7, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='firmware_rev', full_name='DataModel.DigicamConfig.firmware_rev', index=7, + number=8, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='firmware_vers', full_name='DataModel.DigicamConfig.firmware_vers', index=8, + number=9, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='firmware_code', full_name='DataModel.DigicamConfig.firmware_code', index=9, + number=10, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='firmware_card_type', full_name='DataModel.DigicamConfig.firmware_card_type', index=10, + number=11, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + options=None, + is_extendable=False, + extension_ranges=[], + oneofs=[ + ], + serialized_start=3789, + serialized_end=4274, +) + + _CAMERAEVENT = _descriptor.Descriptor( name='CameraEvent', full_name='DataModel.CameraEvent', @@ -1705,259 +1835,266 @@ is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='gps_status', full_name='DataModel.CameraEvent.gps_status', index=36, + name='digicam_config', full_name='DataModel.CameraEvent.digicam_config', index=36, + number=39, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + options=None), + _descriptor.FieldDescriptor( + name='gps_status', full_name='DataModel.CameraEvent.gps_status', index=37, number=51, type=8, cpp_type=7, label=1, has_default_value=False, default_value=False, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='time_utc', full_name='DataModel.CameraEvent.time_utc', index=37, + name='time_utc', full_name='DataModel.CameraEvent.time_utc', index=38, number=52, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='time_ns', full_name='DataModel.CameraEvent.time_ns', index=38, + name='time_ns', full_name='DataModel.CameraEvent.time_ns', index=39, number=53, type=7, cpp_type=3, label=1, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='time_s', full_name='DataModel.CameraEvent.time_s', index=39, + name='time_s', full_name='DataModel.CameraEvent.time_s', index=40, number=54, type=7, cpp_type=3, label=1, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='flags', full_name='DataModel.CameraEvent.flags', index=40, + name='flags', full_name='DataModel.CameraEvent.flags', index=41, number=55, type=7, cpp_type=3, label=1, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='ssc', full_name='DataModel.CameraEvent.ssc', index=41, + name='ssc', full_name='DataModel.CameraEvent.ssc', index=42, number=56, type=7, cpp_type=3, label=1, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='pkt_len', full_name='DataModel.CameraEvent.pkt_len', index=42, + name='pkt_len', full_name='DataModel.CameraEvent.pkt_len', index=43, number=57, type=7, cpp_type=3, label=1, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='muon_tag', full_name='DataModel.CameraEvent.muon_tag', index=43, + name='muon_tag', full_name='DataModel.CameraEvent.muon_tag', index=44, number=58, type=8, cpp_type=7, label=1, has_default_value=False, default_value=False, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='trpdm', full_name='DataModel.CameraEvent.trpdm', index=44, + name='trpdm', full_name='DataModel.CameraEvent.trpdm', index=45, number=59, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='pdmdt', full_name='DataModel.CameraEvent.pdmdt', index=45, + name='pdmdt', full_name='DataModel.CameraEvent.pdmdt', index=46, number=60, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='pdmt', full_name='DataModel.CameraEvent.pdmt', index=46, + name='pdmt', full_name='DataModel.CameraEvent.pdmt', index=47, number=61, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='daqtime', full_name='DataModel.CameraEvent.daqtime', index=47, + name='daqtime', full_name='DataModel.CameraEvent.daqtime', index=48, number=62, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='ptm', full_name='DataModel.CameraEvent.ptm', index=48, + name='ptm', full_name='DataModel.CameraEvent.ptm', index=49, number=63, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='trpxlid', full_name='DataModel.CameraEvent.trpxlid', index=49, + name='trpxlid', full_name='DataModel.CameraEvent.trpxlid', index=50, number=64, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='pdmdac', full_name='DataModel.CameraEvent.pdmdac', index=50, + name='pdmdac', full_name='DataModel.CameraEvent.pdmdac', index=51, number=65, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='pdmpc', full_name='DataModel.CameraEvent.pdmpc', index=51, + name='pdmpc', full_name='DataModel.CameraEvent.pdmpc', index=52, number=66, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='pdmhi', full_name='DataModel.CameraEvent.pdmhi', index=52, + name='pdmhi', full_name='DataModel.CameraEvent.pdmhi', index=53, number=67, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='pdmlo', full_name='DataModel.CameraEvent.pdmlo', index=53, + name='pdmlo', full_name='DataModel.CameraEvent.pdmlo', index=54, number=68, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='daqmode', full_name='DataModel.CameraEvent.daqmode', index=54, + name='daqmode', full_name='DataModel.CameraEvent.daqmode', index=55, number=69, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='varsamp', full_name='DataModel.CameraEvent.varsamp', index=55, + name='varsamp', full_name='DataModel.CameraEvent.varsamp', index=56, number=70, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='pdmsum', full_name='DataModel.CameraEvent.pdmsum', index=56, + name='pdmsum', full_name='DataModel.CameraEvent.pdmsum', index=57, number=71, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='pdmsumsq', full_name='DataModel.CameraEvent.pdmsumsq', index=57, + name='pdmsumsq', full_name='DataModel.CameraEvent.pdmsumsq', index=58, number=72, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='pulser', full_name='DataModel.CameraEvent.pulser', index=58, + name='pulser', full_name='DataModel.CameraEvent.pulser', index=59, number=80, type=2, cpp_type=6, label=1, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='ftimeoffset', full_name='DataModel.CameraEvent.ftimeoffset', index=59, + name='ftimeoffset', full_name='DataModel.CameraEvent.ftimeoffset', index=60, number=81, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='ftimestamp', full_name='DataModel.CameraEvent.ftimestamp', index=60, + name='ftimestamp', full_name='DataModel.CameraEvent.ftimestamp', index=61, number=82, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='run_id', full_name='DataModel.CameraEvent.run_id', index=61, + name='run_id', full_name='DataModel.CameraEvent.run_id', index=62, number=512, type=6, cpp_type=4, label=1, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='event_id', full_name='DataModel.CameraEvent.event_id', index=62, + name='event_id', full_name='DataModel.CameraEvent.event_id', index=63, number=513, type=6, cpp_type=4, label=1, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='tel_event_id', full_name='DataModel.CameraEvent.tel_event_id', index=63, + name='tel_event_id', full_name='DataModel.CameraEvent.tel_event_id', index=64, number=514, type=6, cpp_type=4, label=1, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='trigger_time_s', full_name='DataModel.CameraEvent.trigger_time_s', index=64, + name='trigger_time_s', full_name='DataModel.CameraEvent.trigger_time_s', index=65, number=515, type=7, cpp_type=3, label=1, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='trigger_time_qns', full_name='DataModel.CameraEvent.trigger_time_qns', index=65, + name='trigger_time_qns', full_name='DataModel.CameraEvent.trigger_time_qns', index=66, number=516, type=7, cpp_type=3, label=1, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='trigger_type', full_name='DataModel.CameraEvent.trigger_type', index=66, + name='trigger_type', full_name='DataModel.CameraEvent.trigger_type', index=67, number=517, type=13, cpp_type=3, label=1, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='waveform', full_name='DataModel.CameraEvent.waveform', index=67, + name='waveform', full_name='DataModel.CameraEvent.waveform', index=68, number=518, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='pixel_status', full_name='DataModel.CameraEvent.pixel_status', index=68, + name='pixel_status', full_name='DataModel.CameraEvent.pixel_status', index=69, number=519, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='ped_sub_id', full_name='DataModel.CameraEvent.ped_sub_id', index=69, + name='ped_sub_id', full_name='DataModel.CameraEvent.ped_sub_id', index=70, number=520, type=6, cpp_type=4, label=1, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='nectarcam', full_name='DataModel.CameraEvent.nectarcam', index=70, + name='nectarcam', full_name='DataModel.CameraEvent.nectarcam', index=71, number=521, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='lstcam', full_name='DataModel.CameraEvent.lstcam', index=71, + name='lstcam', full_name='DataModel.CameraEvent.lstcam', index=72, number=522, type=11, cpp_type=10, label=1, has_default_value=False, default_value=None, message_type=None, enum_type=None, containing_type=None, is_extension=False, extension_scope=None, options=None), _descriptor.FieldDescriptor( - name='num_gains', full_name='DataModel.CameraEvent.num_gains', index=72, + name='num_gains', full_name='DataModel.CameraEvent.num_gains', index=73, number=1024, type=7, cpp_type=3, label=1, has_default_value=False, default_value=0, message_type=None, enum_type=None, containing_type=None, @@ -1974,8 +2111,8 @@ extension_ranges=[], oneofs=[ ], - serialized_start=3789, - serialized_end=6305, + serialized_start=4277, + serialized_end=6843, ) @@ -2004,8 +2141,8 @@ extension_ranges=[], oneofs=[ ], - serialized_start=6307, - serialized_end=6336, + serialized_start=6845, + serialized_end=6874, ) @@ -2062,8 +2199,8 @@ extension_ranges=[], oneofs=[ ], - serialized_start=6338, - serialized_end=6443, + serialized_start=6876, + serialized_end=6981, ) @@ -2106,8 +2243,8 @@ extension_ranges=[], oneofs=[ ], - serialized_start=6446, - serialized_end=6584, + serialized_start=6984, + serialized_end=7122, ) @@ -2164,8 +2301,8 @@ extension_ranges=[], oneofs=[ ], - serialized_start=6587, - serialized_end=6792, + serialized_start=7125, + serialized_end=7330, ) @@ -2208,8 +2345,8 @@ extension_ranges=[], oneofs=[ ], - serialized_start=6795, - serialized_end=6945, + serialized_start=7333, + serialized_end=7483, ) _WAVEFORMDATA.fields_by_name['samples'].message_type = CoreMessages_pb2._ANYARRAY @@ -2261,6 +2398,17 @@ _NECTARCAM_SPECIFIC_EVT.fields_by_name['cdts_data'].message_type = CoreMessages_pb2._ANYARRAY _NECTARCAM_SPECIFIC_EVT.fields_by_name['swat_data'].message_type = CoreMessages_pb2._ANYARRAY _NECTARCAM_SPECIFIC_EVT.fields_by_name['counters'].message_type = CoreMessages_pb2._ANYARRAY +_DIGICAMCONFIG.fields_by_name['protocol_vers'].message_type = CoreMessages_pb2._ANYARRAY +_DIGICAMCONFIG.fields_by_name['sn'].message_type = CoreMessages_pb2._ANYARRAY +_DIGICAMCONFIG.fields_by_name['hv'].message_type = CoreMessages_pb2._ANYARRAY +_DIGICAMCONFIG.fields_by_name['gateware_rev'].message_type = CoreMessages_pb2._ANYARRAY +_DIGICAMCONFIG.fields_by_name['gateware_vers'].message_type = CoreMessages_pb2._ANYARRAY +_DIGICAMCONFIG.fields_by_name['gateware_code'].message_type = CoreMessages_pb2._ANYARRAY +_DIGICAMCONFIG.fields_by_name['gateware_card_type'].message_type = CoreMessages_pb2._ANYARRAY +_DIGICAMCONFIG.fields_by_name['firmware_rev'].message_type = CoreMessages_pb2._ANYARRAY +_DIGICAMCONFIG.fields_by_name['firmware_vers'].message_type = CoreMessages_pb2._ANYARRAY +_DIGICAMCONFIG.fields_by_name['firmware_code'].message_type = CoreMessages_pb2._ANYARRAY +_DIGICAMCONFIG.fields_by_name['firmware_card_type'].message_type = CoreMessages_pb2._ANYARRAY _CAMERAEVENT.fields_by_name['eventType'].enum_type = _EVENTTYPE _CAMERAEVENT.fields_by_name['hiGain'].message_type = _PIXELSCHANNEL _CAMERAEVENT.fields_by_name['loGain'].message_type = _PIXELSCHANNEL @@ -2285,6 +2433,7 @@ _CAMERAEVENT.fields_by_name['trigger_output_patch7'].message_type = CoreMessages_pb2._ANYARRAY _CAMERAEVENT.fields_by_name['trigger_output_patch19'].message_type = CoreMessages_pb2._ANYARRAY _CAMERAEVENT.fields_by_name['trigger_output_muon'].message_type = CoreMessages_pb2._ANYARRAY +_CAMERAEVENT.fields_by_name['digicam_config'].message_type = _DIGICAMCONFIG _CAMERAEVENT.fields_by_name['time_utc'].message_type = CoreMessages_pb2._ANYARRAY _CAMERAEVENT.fields_by_name['trpdm'].message_type = CoreMessages_pb2._ANYARRAY _CAMERAEVENT.fields_by_name['pdmdt'].message_type = CoreMessages_pb2._ANYARRAY @@ -2337,6 +2486,7 @@ DESCRIPTOR.message_types_by_name['CameraGeometry'] = _CAMERAGEOMETRY DESCRIPTOR.message_types_by_name['lstcam_specific_evt'] = _LSTCAM_SPECIFIC_EVT DESCRIPTOR.message_types_by_name['nectarcam_specific_evt'] = _NECTARCAM_SPECIFIC_EVT +DESCRIPTOR.message_types_by_name['DigicamConfig'] = _DIGICAMCONFIG DESCRIPTOR.message_types_by_name['CameraEvent'] = _CAMERAEVENT DESCRIPTOR.message_types_by_name['PacketLibData'] = _PACKETLIBDATA DESCRIPTOR.message_types_by_name['ShowerParams'] = _SHOWERPARAMS @@ -2347,6 +2497,7 @@ DESCRIPTOR.enum_types_by_name['EvtsReducMode'] = _EVTSREDUCMODE DESCRIPTOR.enum_types_by_name['EventType'] = _EVENTTYPE DESCRIPTOR.enum_types_by_name['AcquisitionMode'] = _ACQUISITIONMODE +DESCRIPTOR.enum_types_by_name['DigicamCardType'] = _DIGICAMCARDTYPE WaveFormData = _reflection.GeneratedProtocolMessageType('WaveFormData', (_message.Message,), dict( DESCRIPTOR = _WAVEFORMDATA, @@ -2502,6 +2653,13 @@ )) _sym_db.RegisterMessage(nectarcam_specific_evt) +DigicamConfig = _reflection.GeneratedProtocolMessageType('DigicamConfig', (_message.Message,), dict( + DESCRIPTOR = _DIGICAMCONFIG, + __module__ = 'L0_pb2' + # @@protoc_insertion_point(class_scope:DataModel.DigicamConfig) + )) +_sym_db.RegisterMessage(DigicamConfig) + CameraEvent = _reflection.GeneratedProtocolMessageType('CameraEvent', (_message.Message,), dict( DESCRIPTOR = _CAMERAEVENT, __module__ = 'L0_pb2' diff --git a/protozfits/VERSION b/protozfits/VERSION index 6d7de6e..e21e727 100644 --- a/protozfits/VERSION +++ b/protozfits/VERSION @@ -1 +1 @@ -1.0.2 +1.4.0 \ No newline at end of file diff --git a/protozfits/__init__.py b/protozfits/__init__.py index 8350e00..866c01b 100644 --- a/protozfits/__init__.py +++ b/protozfits/__init__.py @@ -1,14 +1,16 @@ from pkg_resources import resource_string from enum import Enum from collections import namedtuple -from warnings import warn import numpy as np from astropy.io import fits +import numbers # Beware: -# for some reason rawzfitsreader needs to be imported before +# for some reason rawzfits needs to be imported before # GeneratedProtocolMessageType -from . import rawzfitsreader +from . import rawzfits +# If you would like to learn more about the contents of the compiled +# rawzfits extension. Please have a look into protozfits/rawzfits.pyx from google.protobuf.pyext.cpp_message import GeneratedProtocolMessageType from .CoreMessages_pb2 import AnyArray from .any_array_to_numpy import any_array_to_numpy @@ -44,17 +46,8 @@ def get_class_from_PBFHEAD(pbfhead): class File: - instances = 0 def __init__(self, path, pure_protobuf=False): - File.instances += 1 - if File.instances > 1: - warn('''\ - Multiple open zfits files at the same time are not supported. - Reading from mutliple open tables at the same time will reset these - tables continously and you will read always the same events. - ''') - Table._Table__last_opened = None bintable_descriptions = detect_bintables(path) for btd in bintable_descriptions: self.__dict__[btd.extname] = Table(btd, pure_protobuf) @@ -72,7 +65,7 @@ def __exit__(self, type, value, tb): self.close() def close(self): - File.instances -= 1 + pass def __del__(self): self.close() @@ -112,20 +105,16 @@ def detect_bintables(path): class Table: '''Iterable Table ''' - __last_opened = None - '''the rawzfitsreader has a "bug" which is: It cannot have two open - hdus. So when the File would open all N tables at construction time, - every `rawzfitsreader.readEvent()` would act on the last opened table. - - So the Tables remember which hdu was opened last, and if it was not them. - They open it. - ''' def __init__(self, desc, pure_protobuf=False): ''' desc: BinTableDescription ''' self.__desc = desc + self.protobuf_i_fits = rawzfits.ProtobufIFits( + self.__desc.path, + self.__desc.extname + ) self.__pbuf_class = get_class_from_PBFHEAD(desc.pbfhead) self.header = self.__desc.header self.pure_protobuf = pure_protobuf @@ -134,18 +123,15 @@ def __len__(self): return self.__desc.znaxis2 def __iter__(self): + self.protobuf_i_fits.rewind() return self def __next__(self): - if not Table.__last_opened == self.__desc: - rawzfitsreader.open(self.__desc.path+":"+self.__desc.extname) - Table.__last_opened = self.__desc row = self.__pbuf_class() - try: - row.ParseFromString(rawzfitsreader.readEvent()) - except EOFError: - raise StopIteration + row.ParseFromString(self.protobuf_i_fits.read_event()) + return self.convert(row) + def convert(self, row): if not self.pure_protobuf: return make_namedtuple(row) else: @@ -157,6 +143,37 @@ def __repr__(self): d=self.__desc ) + def __getitem__(self, item): + # getitem can get numbers, slices or iterables of numbers + if isinstance(item, numbers.Integral): + return self.__read_a_given_event(item) + elif isinstance(item, slice): + def inner(): + for event_id in range( + item.start or 0, + item.stop or len(self), + item.step or 1 + ): + yield self.__read_a_given_event(event_id) + return inner() + else: + # I assume we got a iterable of event_ids + def inner(): + for event_id in item: + yield self.__read_a_given_event(event_id) + return inner() + + def __read_a_given_event(self, index): + ''' return a given event id + id starting at 0 not at 1 + ''' + row = self.__pbuf_class() + row.ParseFromString( + # counting starts at one, so we add 1 + self.protobuf_i_fits.read_a_given_event(index + 1) + ) + return self.convert(row) + def make_namedtuple(message): namedtuple_class = named_tuples[message.__class__] @@ -231,11 +248,77 @@ def nt(m): enum_types[(m, field.name)] = enum -def rewind_table(): - # rawzfitsreader.rewindTable() has a bug at the moment, - # it always throws a SystemError - # we let that one pass - try: - rawzfitsreader.rewindTable() - except SystemError: - pass +class MultiZFitsFiles: + ''' + In LST they have multiple file writers, which save the incoming events + into different files, so in case one has 10 events and 4 files, + it might look like this: + + f1 = [0, 4] + f2 = [1, 5, 8] + f3 = [2, 6, 9] + f4 = [3, 7] + + The task of MultiZFitsFiles is to open these 4 files simultaneously + and return the events in the correct order, so the user does not really + have to know about these existence of 4 files. + ''' + + def __init__(self, paths): + self._event_tables = {} + self._events = {} + __headers = {} + + for path in paths: + self._event_tables[path] = File(path).Events + __headers[path] = File(path).Events.header + try: + self._events[path] = next(self._event_tables[path]) + except StopIteration: + pass + + self.headers = {} + for path, h in __headers.items(): + for key in h.keys(): + if key not in self.headers: + self.headers[key] = {} + + self.headers[key][path] = h[key] + + def __len__(self): + total_length = sum( + len(table) + for table in self._event_tables.values() + ) + return total_length + + def __iter__(self): + return self + + def __next__(self): + return self.next_event() + + def next_event(self): + # check for the minimal event id + if not self._events: + raise StopIteration + + min_path = min( + self._events.items(), + key=lambda item: item[1].event_id, + )[0] + + # return the minimal event id + next_event = self._events[min_path] + try: + self._events[min_path] = next(self._event_tables[min_path]) + except StopIteration: + del self._events[min_path] + + return next_event + + def __enter__(self): + return self + + def 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